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Natural resource rents and financial inclusion nexus: Evidence from Africa

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  • Bosah, Philip Chukwunonso
  • Li, Shixiang
  • Ampofo, Gideon Kwaku Minua

Abstract

A significant gap in total natural resources wealth and financial inclusion studies on the African continent stems from their impact and variation. To address these deficiencies, this study investigates the effect of total natural resource rents on financial inclusion, employing data from 27 African economies from 2004 to 2019. This study uses the most recent panel estimators, causality test and variance decomposition analysis for accuracy and reliability. Findings reveal that total natural resources wealth and economic progress significantly reduces financial inclusion, while fossil and renewable energy promote financial inclusion. Moreover, financial globalization had an insignificant outcome on financial inclusion. The causality test revealed bi-directional causation between financial inclusion in renewable energy and financial inclusion in economic progress. Again uni-directional causation from financial inclusion to fossil energy and financial inclusion to natural resources wealth. At the same time, a neutral causal effect was found from financial inclusion to financial globalization. Regarding variations, financial inclusion had the highest effect on natural resource rents. Our findings grasp new insight into financial inclusion in Africa, and policymakers are advised to support natural resources rent by directing its impact into the economy's real sector.

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  • Bosah, Philip Chukwunonso & Li, Shixiang & Ampofo, Gideon Kwaku Minua, 2024. "Natural resource rents and financial inclusion nexus: Evidence from Africa," Resources Policy, Elsevier, vol. 94(C).
    • Handle: RePEc:eee:jrpoli:v:94:y:2024:i:c:s0301420724005014
    DOI: 10.1016/j.resourpol.2024.105134
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    as
    1. Badeeb, Ramez Abubakr & Wang, Bo & Zhao, Jun & Khan, Zeeshan & Uktamov, Khusniddin Fakhriddinovich & Zhang, Changyong, 2023. "Natural resources extraction and financial inclusion: Linear and non-linear effect of natural resources on financial sector," Resources Policy, Elsevier, vol. 85(PA).
    2. Tchamyou, Vanessa S. & Erreygers, Guido & Cassimon, Danny, 2019. "Inequality, ICT and financial access in Africa," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 169-184.
    3. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2017. "Is There a Debt-Threshold Effect on Output Growth?," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 135-150, March.
    4. Kapetanios, G. & Pesaran, M. Hashem & Yamagata, T., 2011. "Panels with non-stationary multifactor error structures," Journal of Econometrics, Elsevier, vol. 160(2), pages 326-348, February.
    5. Peterson K. Ozili, 2021. "Financial inclusion research around the world: A review," Forum for Social Economics, Taylor & Francis Journals, vol. 50(4), pages 457-479, October.
    6. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    7. Hodžić, Sabina & Šikić, Tanja Fatur & Dogan, Eyup, 2023. "Green environment in the EU countries: The role of financial inclusion, natural resources and energy intensity," Resources Policy, Elsevier, vol. 82(C).
    8. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    9. Simplice A Asongu & Lieven De Moor, 2017. "Financial Globalisation Dynamic Thresholds for Financial Development: Evidence from Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(1), pages 192-212, January.
    10. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    11. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    12. Guan, Jialin & Kirikkaleli, Dervis & Bibi, Ayesha & Zhang, Weike, 2020. "Natural resources rents nexus with financial development in the presence of globalization: Is the “resource curse” exist or myth?," Resources Policy, Elsevier, vol. 66(C).
    13. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    14. Markku Lanne & Henri Nyberg, 2016. "Generalized Forecast Error Variance Decomposition for Linear and Nonlinear Multivariate Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 595-603, August.
    15. Mishkin, Frederic S., 2009. "Globalization and financial development," Journal of Development Economics, Elsevier, vol. 89(2), pages 164-169, July.
    16. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    17. Alimi, R. Santos, 2015. "Financial deepening and economic growth: A System GMM Panel Analysis with application to 7 SSA countries," MPRA Paper 65789, University Library of Munich, Germany.
    18. Tinta, Abdoulganiour Almame, 2023. "Education puzzle, financial inclusion, and energy substitution: Growth Scales," Energy Policy, Elsevier, vol. 175(C).
    19. Mukalayi, Nancy Muvumbu & Inglesi-Lotz, Roula, 2023. "Digital financial inclusion and energy and environment: Global positioning of Sub-Saharan African countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    20. Chudik, Alexander & Pesaran, M. Hashem, 2019. "Mean group estimation in presence of weakly cross-correlated estimators," Economics Letters, Elsevier, vol. 175(C), pages 101-105.
    21. World Bank, 2018. "The Little Data Book on Financial Inclusion 2018," World Bank Publications - Books, The World Bank Group, number 29654.
    22. Abdul Karim, Zulkefly & Nizam, Rosmah & Law, Siong Hook & Hassan, M. Kabir, 2022. "Does Financial Inclusiveness Affect Economic Growth? New Evidence Using a Dynamic Panel Threshold Regression," Finance Research Letters, Elsevier, vol. 46(PA).
    23. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    24. Adabor, Opoku & Mishra, Ankita, 2023. "The resource curse paradox: The role of financial inclusion in mitigating the adverse effect of natural resource rent on economic growth in Ghana," Resources Policy, Elsevier, vol. 85(PA).
    25. Muhammad Tufail & Lin Song & Alican Umut & Nilufar Ismailova & Zebo Kuldasheva, 2022. "Does financial inclusion promote a green economic system? Evaluating the role of energy efficiency," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6780-6800, December.
    26. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    27. Mandira Sarma, 2012. "Index of Financial Inclusion – A measure of financial sector inclusiveness," Competence Centre on Money, Trade, Finance and Development 1207, Hochschule fuer Technik und Wirtschaft, Berlin.
    28. Khan, Zeeshan & Hussain, Muzzammil & Shahbaz, Muhammad & Yang, Siqun & Jiao, Zhilun, 2020. "Natural resource abundance, technological innovation, and human capital nexus with financial development: A case study of China," Resources Policy, Elsevier, vol. 65(C).
    29. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    30. Li, Na & Wu, Di, 2023. "Nexus between natural resource and economic development: How green innovation and financial inclusion create sustainable growth in BRICS region?," Resources Policy, Elsevier, vol. 85(PA).
    31. Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2023. "Financial inclusion and income inequality nexus: A case of Africa," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 539-557.
    32. Atil, Ahmed & Nawaz, Kishwar & Lahiani, Amine & Roubaud, David, 2020. "Are natural resources a blessing or a curse for financial development in Pakistan? The importance of oil prices, economic growth and economic globalization," Resources Policy, Elsevier, vol. 67(C).
    33. Koomson, Isaac & Danquah, Michael, 2021. "Financial inclusion and energy poverty: Empirical evidence from Ghana," Energy Economics, Elsevier, vol. 94(C).
    34. Ali, Kishwar & Jianguo, Du & Kirikkaleli, Dervis, 2022. "Modeling the natural resources and financial inclusion on ecological footprint: The role of economic governance institutions. Evidence from ECOWAS economies," Resources Policy, Elsevier, vol. 79(C).
    35. Hussain, Muzzammil & Wang, Wei & Wang, Yiwen, 2022. "Natural resources, consumer prices and financial development in China: Measures to control carbon emissions and ecological footprints," Resources Policy, Elsevier, vol. 78(C).
    36. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    37. Renzhi, Nuobu & Baek, Yong Jun, 2020. "Can financial inclusion be an effective mitigation measure? evidence from panel data analysis of the environmental Kuznets curve," Finance Research Letters, Elsevier, vol. 37(C).
    38. Ahmad, Ahmad Hassan & Green, Christopher J. & Jiang, Fei & Murinde, Victor, 2023. "Mobile money, ICT, financial inclusion and growth: How different is Africa?," Economic Modelling, Elsevier, vol. 121(C).
    39. Said, Rabie & Acheampong, Alex O., 2023. "Financial inclusion and energy poverty reduction in sub-Saharan Africa," Utilities Policy, Elsevier, vol. 82(C).
    40. Sergio L. Schmukler, 2004. "Financial globalization: gain and pain for developing countries," Economic Review, Federal Reserve Bank of Atlanta, vol. 89(Q 2), pages 39-66.
    41. Motelle, Sephooko & Biekpe, Nicholas, 2015. "Financial integration and stability in the Southern African development community," Journal of Economics and Business, Elsevier, vol. 79(C), pages 100-117.
    42. Gokmenoglu, Korhan K. & Rustamov, Bezhan, 2019. "Examining the World Bank Group lending and natural resource abundance induced financial development in KART countries," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    43. Md Abdullah Omar & Kazuo Inaba, 2020. "Does financial inclusion reduce poverty and income inequality in developing countries? A panel data analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-25, December.
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